Core Workflows

Visualizations and Sharing Insights

Build clearer chart outputs, refine visuals through follow-up requests, and share results with the right audience.

Visualizations and Sharing Insights

Use this guide to turn analysis into clear visuals and distribute the result quickly.

When to Use Visualizations

Visuals are most useful when you need to:

  • Compare performance across lines, shifts, or plants
  • Show trend direction over time
  • Highlight outliers or recurring losses
  • Summarize findings for leadership or cross-functional teams

For simple yes/no or single-value answers, text-only output may be faster.

How to Ask for Better Charts

Start with a specific request:

  • Metric: what should be plotted
  • Timeframe: exact period
  • Breakdown: line, shift, SKU family, area, plant
  • Visual intent: trend, rank, comparison, distribution

Examples:

  • "Create a line chart of OEE by day for the last 30 days by line."
  • "Show a ranked bar chart of downtime categories for Line 2 last week."
  • "Compare reject rate by SKU family this month vs last month."

When Charts May Be Generated Automatically

DashboardGenius may generate a chart after analysis when:

  • Your request explicitly asks for a chart or graph
  • The response includes clear, fresh analytical results that benefit from visualization

If a chart does not appear, ask directly for the preferred chart type in your next message.

Revise a Chart Without Starting Over

If the first chart is close but not final, send a focused follow-up:

  • "Keep this chart, but add data labels."
  • "Same chart, filter to night shift only."
  • "Keep the date range, switch to grouped bars by line."
  • "Add a brief executive summary under the chart."

Short revision requests usually work better than a full rewrite.

Sharing Workflow

When an output is decision-ready:

  1. Confirm title and narrative are clear
  2. Share to the right recipients (team members and stakeholders)
  3. Add to a Team Space for discoverability
  4. Convert recurring questions to Scheduled Reports

This keeps insights reusable instead of buried in one thread.

Visualization Quality Checklist

Before sharing, verify:

  • Labels match the correct categories
  • Date range is explicit and correct
  • Units are clear (percent, count, hours, dollars)
  • Story is concise (what changed, where, so what)
  • Next action is obvious

Common Problems and Fixes

Chart is visually clear but not decision-useful

Add one sentence of business meaning: "Line 4 drove most of the decline due to recurring changeover losses."

Too many series in one chart

Split into two visuals (for example: trend and rank) or filter scope.

Stakeholders get the chart but not the context

Include a short summary and one recommended action before sending.

Next Guide

Continue with Team Spaces and Collaboration.